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Joint conference of the 47th Annual Meeting of the Association for Computational Linguistics and
the 4th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing

Accepted papers - EMNLP

Trevor Cohn and Phil Blunsom
A Bayesian Model of Tree to String Grammar Induction

Roy Bar-Haim, Jonathan Berant and Ido Dagan
A Compact Forest for Scalable Inference over Entailment and Paraphrase Rules

Tadashi Nomoto
A Comparison of Model Free Versus Model Intensive Approaches to Sentence Compression

Justin Washtell and Katja Markert
A Comparison of Windowless and Window-based Computational Association Measures as Predictors of Syntagmatic Human Associations

Denis Filimonov and Mary Harper
A Joint Language Model with Fine-Grain Syntactic Tags

Wei Lu, Hwee Tou Ng and Wee Sun Lee
Natural Language Generation with Tree Conditional Random Fields

Ryohei Sasano and Sadao Kurohashi
A Probabilistic Model for Associative Anaphora Resolution

Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka
A Relational Model of Semantic Similarity between Words Using

Makoto Miwa, Rune Sćtre, Yusuke Miyao and Jun'ichi Tsujii
A Rich Feature Vector for Protein-Protein Interaction Extraction from Multiple Corpora

Qiuye Zhao and Mitch Marcus
A Simple Unsupervised Learner for Pos Disambiguation Rules Given only a Minimal Lexicon.

Wen-Yun Yang, Yunbo Cao and Chin-Yew Lin
A Structural Support Vector Method for Extracting Contexts and Answers of Questions from Online Forums

Christof Müller and Iryna Gurevych
A Study on the Semantic Relatedness of Query and Document Terms in Information Retrieval

Hany Hassan, Khalil Sima'an and Andy Way
A Syntactified Direct Translation Model with Linear-Time Decoding

Siddharth Patwardhan and Ellen Riloff
A Unified Model of Phrasal and Sentential Evidence for Information Extraction

Daniel Galron, Sergio Penkale and Andy Way
Accuracy-Based Scoring for Dot: A Step towards Evaluation Measure Based Mt Training

Ming-Hong Bai, Jia-Ming You, Keh-Jiann Chen and Jason S. Chang
Acquiring Translation Equivalences of Multiword Expressions by Normalized Correlation Frequencies

Gregory Druck, Burr Settles and Andrew McCallum
Active Learning by Labeling Features

Yejin Choi and Claire Cardie
Adapting a Polarity Lexicon Using Integer Linear Programming for Domain-Specific Sentiment Classification

Jun Suzuki, Hideki Isozaki, Xavier Carreras and Michael Collins
An Empirical Study on Semi-Supervised Structured Conditional Models for Dependency Parsing

Jason Baldridge and Alexis Palmer
Annotation for Language Documentation with Learner-Guided Example Selection and Label Suggestions

Matti Kääriäinen
Anon -- Statistical Machine Translation Using a Globally Trained Conditional Exponential Family Translation Model

Ekaterina Ovchinnikova, Theodore Alexandrov and Tonio Wandmacher
Automatic Acquisition of the Argument-Predicate Relations from an Annotated Corpus

Annie Louis and Ani Nenkova
Automatically Evaluating Content Selection in Summarization without Human Models

ding liu and daniel gildea
Bayesian Learning of Phrasal Tree-to-String Templates

Tong Xiao, Mu Li, Jingbo Zhu, Dongdong Zhang and Ming Zhou
Better Synchronous Binarization for Machine Translation

Andrew Finch and Eiichiro Sumita
Bidirectional Phrase-based Statistical Machine Translation

István Varga and Shoichi Yokoyama
Bilingual Dictionary Generation for Low-Resourced Language Pairs

Liang Huang, Wenbin Jiang and Qun Liu
Bilingually-Constrained (Monolingual) Shift-Reduce Parsing

Jong-Hoon Oh, Kiyotaka Uchimoto and Kentaro Torisawa
Can Chinese Phonemes Improve Machine Transliteration?: A Comparative Study of English-to-Chinese Transliteration Models

Richard C. Wang and William W. Cohen
Character-Level Analysis of Semi-Structured Documents for Set Expansion

Yi Zhang and Flora S. Tsai
Chinese Novelty Mining

Weiwei Sun, Xin Wang, Meng Wang and Zhifang Sui
Chinese Semantic Role Labeling with Shallow Parsing

Linlin Li and Caroline Sporleder
Classifier Combination for Contextual Idiom Classification

Xinglong Wang, Jun'ichi Tsujii and Sophia Ananiadou
Classifying Relations for Biomedical Named Entity Disambiguation

Rui Wang and Yi Zhang
Classifying Textual Relatedness with Predicate-Argument Structures

Zhiyuan Liu, Peng Li, Yabin Zheng and Maosong Sun
Clustering to Find Exemplar Terms for Keyphrase Extraction

Zhanyi Liu, Haifeng Wang, Hua Wu and Sheng Li
Collocation Extraction using Monolingual Word Alignment Method

Vivi Nastase and Michael Strube
Combining Collocations, Lexical and Encyclopedic Knowledge for Metonymy Resolution

Adam Pauls, John Denero and Dan Klein
Consensus Training for Consensus Decoding in Machine Translation

Chang qin Quan and Fuji Ren
Construction of A Blog Emotion Corpus for Chinese Emotional Expression Analysis

Thi Truc Vien Nguyen, Alessandro Moschitti and Giuseppe Riccardi
Convolution Kernels on Constituent, Dependency And Sequential Structures for Relation Extraction

Michael Paul and Roxana Girju
Cross-Cultural Analysis of Blogs And Forums with Mixed-Collection Topic Models

Samer Hassan and Rada Mihalcea
Cross-Lingual Semantic Relatedness using Encyclopedic Knowledge

Mark Hopkins and Greg Langmead
Cube Pruning as Heuristic Search

Brian Roark, Asaf Bachrach, Carlos Cardenas and Christophe Pallier
Deriving Lexical and Syntactic Expectation-Based Measures for Psycholinguistic Modeling via Incremental Top-down Parsing

Tadayoshi Hara, Yusuke Miyao and Jun'ichi Tsujii
Descriptive and Empirical Approaches to Capturing Underlying Dependencies among Parsing Errors

Arzucan Ozgur and Dragomir R. Radev
Detecting Speculations and their Scopes in Scientific Text

Hisami Suzuki, Xiao Li and Jianfeng Gao
Discovery of Term Variation in Japanese Web Search Queries

Spyros Matsoukas, Antti-Veikko I. Rosti and Bing Zhang
Discriminative Corpus Weight Estimation for Machine Translation

Colin Cherry and Hisami Suzuki
Discriminative Substring Decoding for Transliteration

Dan Wu, Wee Sun Lee, Nan Ye and Hai Leong Chieu
Domain Adaptive Bootstrapping for Named Entity Recognition

Brian Murphy, Marco Baroni and Massimo Poesio
Eeg Responds to Conceptual Stimuli and Corpus Semantics

Libin Shen, Jinxi Xu, Bing Zhang, Spyros Matsoukas and Ralph Weischedel
Effective Use of Linguistic and Contextual Information for Statistical Machine Translation

Zhiheng Huang, Marcus Thint, Asli Celikyilmaz, Guangping Zeng and Weiqun Xu
Effectively Exploiting Wordnet in Semantic Class Classification for Coreference Resolution

Fabio Massimo Zanzotto and Lorenzo Dell'Arciprete
Efficient Kernels for Sentence Pair Classification

Anlei Dong, Yi Chang, Shihao Ji, Ciya Liao, Xin Li and Zhaohui Zheng
Empirical Exploitation of Click Data for Topical Ranking

Fang KONG, Guodong ZHOU, Qiaoming ZHU and Peide QIAN
Employing the Centering Theory in Pronoun Resolution from the Semantic Perspective

Dmitry Davidov and Ari Rappoport
Enhancement of Lexical Concepts Using Cross-Lingual Web Mining

Marco Pennacchiotti and Patrick Pantel
Entity Extraction via Ensemble Semantics

Yuval Marton, Saif Mohammad and Philip Resnik
Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source–Corpus Hybrid Models

Reut Tsarfaty and Khalil Sima'an
Evaluating an Alternative to Head-Driven Approaches for Parsing a (Relatively) Free Word-Order Language

Arne Mauser, Sa?a Hasan and Hermann Ney
Extending Statistical Machine Translation with Discriminative and Trigger-based Lexicon Models

Hui Zhang, Min Zhang, Haizhou Li and Chew Lim Tan
Fast Translation Rule Matching for Syntax-based Statistical Machine Translation

Chris Callison-Burch
Fast, Cheap, and Creative: Evaluating Translation Quality Using Amazon's Mechanical Turk

Omar Zaidan and Chris Callison-Burch
Feasibility of Human-in-the-Loop Minimum Error Rate Training

Kevin Gimpel and Noah A. Smith
Feature-Rich Translation by Quasi-Synchronous Lattice Parsing

Gerasimos Lampouras and Ion Androutsopoulos
Finding Short Definitions of Terms on Web Pages

Zhifei Li, Jason Eisner and Sanjeev Khudanpur
First- and Second-Order Expectation Semirings on Translation Forests

Matthew Honnibal and James R. Curran
Fully Lexicalising Ccgbank with Hat Categories

Enrique Alfonseca, Massimiliano Ciaramita and Keith Hall
Gazpacho and Summer Rash: Lexical Relationships from Temporal Patterns of Web Search Queries

Kedar Bellare and Andrew McCallum
Generalized Expectation Criteria for Bootstrapping Extractors Using Record-Text Alignment

Saif Mohammad, Bonnie Dorr and Cody Dunne
Generating High-Coverage Semantic Orientation Lexicons from Overtly Marked Words and a Thesaurus

Dmitry Davidov and Ari Rappoport
Geo-Mining: Discovery of Road and Transport Networks Using Directional Patterns

Guodong Zhou and Fang Kong
Global Learning of Noun Phrase Anaphoricity in Coreference Resolution via Label Propagation

Katrin Erk and Diana McCarthy
Graded Word Sense Assignment

Hagen Fürstenau and Mirella Lapata
Graph Alignment for Semi-Supervised Semantic Role Labeling

Markus Dreyer and Jason Eisner
Graphical Models over Multiple Strings

Olena Medelyan, Eibe Frank and Ian H. Witten
Human-Competitive Tagging Using Automatic Keyphrase Extraction

Ichiro Yamada, Kentaro Torisawa, Jun'ichi Kazama, Kow Kuroda, Masaki Murata, Stijn De Saeger, Francis Bond and Asuka Sumida
Hypernym Discovery Based on Distributional Similarity and Hierarchical Structures

Preslav Nakov and Hwee Tou Ng
Improved Statistical Machine Translation for Resource-Poor Languages Using Related Resource-Rich Languages

Yuval Marton, Chris Callison-Burch and Philip Resnik
Improved Statistical Machine Translation Using Monolingually-derived Paraphrases

Ulf Hermjakob
Improved Word Alignment with Statistics and Linguistic Heuristics

Wenliang Chen, Jun'ichi Kazama, Kiyotaka Uchimoto and Kentaro Torisawa
Improving Dependency Parsing with Subtrees from Auto-Parsed Data

Junhui Li, Guodong Zhou, Hai Zhao and Qiaoming Zhu
Improving Nominal SRL in Chinese Language with Verbal SRL in-Formation and Automatic Predicate Recognition

Lin Sun and Anna Korhonen
Improving Verb Clustering with Automatically Acquired Selectional Preferences

Yumao Lu, Fuchun Peng, Gilad Mishne and Benoit Dumoulin
Improving Web Search Relevance with Semantic Features

Erin Fitzgerald, Keith Hall and Frederick Jelinek
Integrating Sentence- and Word-Level Error Identification for Disfluency Correction

Zhiheng Huang, Marcus Thint and Asli Celikyilmaz
Investigation of Question Classifier in Question Answering

Rajesh Ranganath, Dan Jurafsky and Dan McFarland
It's Not You, It's Me: Detecting Flirting and Its Misperception in Speed-Dates

Daniel Dahlmeier, Hwee Tou Ng and Tanja Schultz
Joint Learning of Preposition Senses and Semantic Roles of Prepositional Phrases

Xiaodong He and Kristina Toutanova
Joint Optimization for Machine Translation System Combination

Hui Zhang, Min Zhang, Chew Lim Tan and Hai Zhou Li
K-Best Combination of Syntactic Parsers

Daniel Ramage, David Hall, Ramesh Nallapati and Christopher Manning
Labeled Lda: A Supervised Topic Model for Credit Attribution in Multi-Labeled Corpora

Jeff Mitchell and Mirella Lapata
Language Models Based on Semantic Composition

Chikara Hashimoto, Kentaro Torisawa, Kow Kuroda, Stijn De Saeger, Masaki Murata and Jun'ichi Kazama
Large-Scale Verb Entailment Acquisition from the Web

Dong Zhou and Vincent Wade
Latent Document Re-Ranking

Yang Feng, Yang Liu, Haitao Mi, Qun Liu and Yajuan Lu
Lattice-Based System Combination for Statistical Machine Translation

Roy Tromble and Jason Eisner
Learning Linear Ordering Problems for Better Translation

Wen-tau Yih
Learning Term-Weighting Functions for Similarity Measures

Robert C. Moore and Chris Quirk
Less Is More: Significance-Based N-Gram Selection for Smaller, Better Language Models

Nilesh Dalvi, Ravi Kumar, Bo Pang and Andrew Tomkins
Matching Reviews to Objects Using a Language Model

Jianfeng Gao, Qiang Wu, Chris Burges, Krysta Svore, Yi Su, Nazan Khan, Shalin Shah and Hongyan Zhou
Model Adaptation via Model Interpolation and Boosting for Web Search Ranking

Koby Crammer, Mark Dredze and Alex Kulesza
Multi-Class Confidence Weighted Algorithms

Ben Hachey
Multi-Document Summarisation Using Generic Relation Extraction

Ram Boukobza and Ari Rappoport
Multi-Word Expression Identification Using Sentence Surface Features

Dani Yogatama and Kumiko Tanaka-Ishii
Multilingual Spectral Clustering Using Document Similarity Propagation

Jenny Rose Finkel and Christopher D. Manning
Nested Named Entity Recognition

Xavier Carreras and Michael Collins
Non-Projective Parsing for Statistical Machine Translation

Yoav Goldberg and Michael Elhadad
On the Role of Lexical Features in Sequence Labeling

Xiao Li
On The Use of Virtual Evidence in Conditional Random Fields

David Smith and Jason Eisner
Parser Adaptation and Projection with Quasi-Synchronous Features

Michael White and Rajakrishnan Rajkumar
Perceptron Reranking for Ccg Realization

Octavian Popescu
Person Cross Document Coreference with Name Perplexity Estimates

Yuanbin Wu, Qi Zhang, Xuangjing Huang and Lide Wu
Phrase Dependency Parsing for Opinion Mining

David Mimno, Hanna Wallach, Jason Naradowsky, David A. Smith and Andrew McCallum
Polylingual Topic Models

Naoki Yoshinaga and Masaru Kitsuregawa
Polynomial to Linear: Efficient Classification with Conjunctive Features

Gabriel Murray and Giuseppe Carenini
Predicting Subjectivity in Multimodal Conversations

Mitesh Khapra, Sapan Shah, Piyush Kedia and Pushpak Bhattacharyya
Projecting Parameters for Multilingual Word Sense Disambiguation

Prakash Srinivasan and Alexander Yates
Quantifier Scope Disambiguation Using Extracted Pragmatic Knowledge

Huihsin Tseng, Longbin Chen, Fan Li, Ziming Zhuang, Lei Duan and Belle Tseng
Query-Url N-Gram Features in Web Ranking

Marco Dinarelli, Alessandro Moschitti and Giuseppe Riccardi
Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding

Jacob Eisenstein, James Clarke, Dan Goldwasser and Dan Roth
Reading to Learn: Constructing Features from Semantic Abstracts

Matthew Frampton, Jia Huang, Trung Bui and Stanley Peters
Real-Time Decision Detection in Multi-Party Dialogue

Aminul Islam and Diana Inkpen
Real-Word Spelling Correction Using Google Web 1t 3-Grams

Ziheng Lin, Min-Yen Kan and Hwee Tou Ng
Recognizing Implicit Discourse Relations in the Penn Discourse Treebank

Lin Xiaojun, Fan Yang, Zhang Meng, Wu Xihong and Chi Huisheng
Refining Grammars for Parsing with Hierarchical Semantic Knowledge

Daniele Pighin and Alessandro Moschitti
Reverse Engineering of Tree Kernel Feature Spaces

Jingjing Liu, Stephanie Seneff and Victor Zue
Review Sentiment Scoring via a Parse-and-Paraphrase Paradigm

Andrew Lampert, Robert Dale and Cecile Paris
Segmenting Email Message Text into Zones

Zhongqiang Huang and Mary Harper
Self-Training Pcfg Grammars with Latent Annotations across Languages

Hai Zhao
Semantic Dependency Parsing of Nombank and Propbank: An Efficient Integrated Approach via a Large-Scale Feature Selection

Longhua Qian, Guodong Zhou, Fang Kong and Qiaoming Zhu
Semi-Supervised Learning for Semantic Relation Classification Using Stratified Sampling Strategy

Koen Deschacht and Marie-Francine Moens
Semi-Supervised Semantic Role Labeling Using the Latent Words Language Model

Minwoo Jeong, Chin-Yew Lin and Gary Geunbae Lee
Semi-Supervised Speech Act Recognition in Emails and Forums

Ramanathan Narayanan, Bing Liu and Alok Choudhary
Sentiment Analysis of Conditional Sentences

Aria Haghighi and Dan Klein
Simple Coreference Resolution with Rich Syntactic and Semantic Features

Richard Johansson
Statistical Bistratal Dependency Parsing

Paul Kidwell, Guy Lebanon and Kevyn Collins-Thompson
Statistical Estimation of Word Acquisition with Application to Readability Prediction

Abby Levenberg and Miles Osborne
Stream-based Randomised Language Models for Smt

Cem Akkaya, Janyce Wiebe and Rada Mihalcea
Subjectivity Word Sense Disambiguation

Swapna Somasundaran, Galileo Namata, Janyce Wiebe and Lise Getoor
Supervised and Unsupervised Methods in Employing Discourse Relations for Improving Opinion Polarity Classification

Yusuke Miyao and Jun'ichi Tsujii
Supervised Learning of a Probabilistic Lexicon of Verb Semantic Classes

Md. Altaf ur Rahman and Vincent Ng
Supervised Models for Coreference Resolution

Steve DeNeefe and Kevin Knight
Synchronous Tree Adjoining Machine Translation

Nan Duan, Mu Li, Tong Xiao and Ming Zhou
The Feature Subspace Method for Smt System Combination

Jurgen Van Gael, Andreas Vlachos and Zoubin Ghahramani
The Infinite Hmm for Unsupervised Pos Tagging

Javier Artiles, Enrique Amigó and Julio Gonzalo
The Role of Named Entities in Web People Search

Sajib Dasgupta and Vincent Ng
Topic-Wise, Sentiment-Wise, or otherwise? Identifying the Hidden Dimension for Unsupervised Text Classification

Eduard Hovy, Zornitsa Kozareva and Ellen Riloff
Toward Completeness in Concept Extraction and Classification

Simone Teufel, Advaith Siddharthan and Colin Batchelor
Towards Domain-Independent Argumentative Zoning: Evidence from Chemistry and Computational Linguistics

Min Zhang and Haizhou Li
Tree Kernel-Based Svm with Structured Syntactic Knowledge for BTG-Based Phrase Reordering

Laura Rimell, Stephen Clark and Mark Steedman
Unbounded Dependency Recovery for Parser Evaluation

Taesun Moon, Jason Baldridge and Katrin Erk
Unsupervised Morphology Acquisition with Document Boundaries

Hoifung Poon and Pedro Domingos
Unsupervised Semantic Parsing

Tagyoung Chung and Daniel Gildea
Unsupervised Tokenization for Machine Translation

Lun-Wei Ku, Ting-Hao Huang and Hsin-Hsi Chen
Using Morphological and Syntactic Structures for Chinese Opinion Analysis

Casey Whitelaw, Ben Hutchinson, Grace Chung and Ged Ellis
Using the Web For Language Independent Spellchecking and Autocorrection

Emily Pitler and Ken Church
Using Word-Sense Disambiguation Methods to Classify Web Queries by Intent

Patrick Pantel, Eric Crestan, Arkady Borkovsky, Ana-Maria Popescu and Vishnu Vyas
Web-Scale Distributional Similarity Applied to Entity Set Expansion

Yang Liu, Tian Xia, Xinyan Xiao and Qun Liu
Weighted Alignment Matrices for Statistical Machine Translation

Vivi Nastase and Marius Popescu
What's in a Name? In Some Languages, Grammatical Gender

Sara Tonelli and Claudio Giuliano
Wikipedia as Frame Information Repository

Tim Miller
Word Buffering Models for Improved Speech Repair Parsing

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